Continuous Glucose Trend Calculator

Continuous Glucose Trend Calculator MCP Connector for Claude

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Predictive CGM glucose velocity and trend arrow analysis.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

This MCP server provides deterministic predictive analysis for Continuous Glucose Monitor (CGM) data. It calculates glucose velocity (rate of change), identifies visual trend arrows, and predicts future glucose levels. Use calculate_glucose_trends to determine the direction of glucose movement and receive proactive safety actions if rapid drops are detected. It also includes validate_glucose_readings to ensure data consistency and get_velocity_threshold_definitions to understand the velocity boundaries used for trend classification.

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3 tools expose this connector's capabilities to your AI agent.

calculate_glucose_trends

Calculates the velocity, visual trend symbol, and future glucose prediction based on a window of historical readings

get_velocity_threshold_definitions

Retrieves the boundary values for all trend arrow classifications

validate_glucose_readings

Ensures the provided glucose history is chronologically consistent and physically possible

See how to talk to your AI agent using Continuous Glucose Trend Calculator.

Analyze these glucose readings: current 90, 15 mins ago 110, 30 mins ago 130.

The rate of change is -1.33 mg/dL/min. The trend is 'Diagonal Down'. The predicted glucose in 30 minutes is 40 mg/dL. Proactive action: none.

What is the trend if my current glucose is 80 and 30 minutes ago it was 180?

The rate of change is -3.33 mg/dL/min. The trend is 'Double Down'. The predicted glucose in 30 minutes is -20 mg/dL. Proactive action: consume 15g carbs immediately.

Check the trend for current 150, 15 mins ago 145, 30 mins ago 140.

The rate of change is 0.33 mg/dL/min. The trend is 'Flat'. The predicted glucose in 30 minutes is 160 mg/dL. Proactive action: none.

The tool calculates the rate of change by comparing the current glucose reading with the reading from 30 minutes ago. This velocity is then used to assign a trend arrow like 'Double Up' or 'Double Down'.

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